# Learning programming from erroneous worked-examples. Which type of error is beneficial for learning?

> Research article (Learning and Instruction, 2021) · cited 16× · AI/ML

**Wikidata**: [openalex:W3172068026](https://www.wikidata.org/wiki/openalex:W3172068026)  
**Source**: https://4ort.xyz/entity/learning-programming-from-erroneous-worked-examples-which-type-of-error-is-beneficial-for-learning